{"id":"W3109508217","doi":"10.1142/9789811226830_0012","title":"An Interactive Tablet-based System to Run Neuromuscular Tests","year":2020,"lang":"en","type":"book-chapter","venue":"Series in machine perception and artificial intelligence","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009416396,0.000377134,0.0003820524,0.0003237485,0.0001145611,0.0001052468,0.0001624673,0.0001394757,0.0002712692],"category_scores_gemma":[0.00002456049,0.0003977001,0.00008283213,0.0001487128,0.00008690299,0.0002081679,0.00003923474,0.0004611329,0.00004521442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031342,"about_ca_system_score_gemma":0.00001453071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004610049,"about_ca_topic_score_gemma":0.0003684531,"domain_scores_codex":[0.9987039,0.00003012949,0.0004316731,0.0004309819,0.000183401,0.0002199232],"domain_scores_gemma":[0.9994615,0.00003851349,0.00005425045,0.0002332905,0.00006377468,0.0001486144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005833498,0.0001047271,0.0001417411,0.001188241,0.0001769321,0.0001002076,0.006625824,0.04330023,0.03560242,0.1267052,0.000608503,0.7848626],"study_design_scores_gemma":[0.0003910183,0.004043652,0.01031302,0.00315619,0.0002950869,0.00008573921,0.01336215,0.7801878,0.01004995,0.01961705,0.1516698,0.006828513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08763286,0.002275103,0.3351475,0.008483379,0.007140768,0.007329668,0.0009494224,0.00794731,0.543094],"genre_scores_gemma":[0.9977283,0.0001955592,0.0007139751,0.0003619926,0.000187632,0.00004080318,0.00007262654,0.00007576252,0.000623349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9100955,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885262188925747,"score_gpt":0.2538665135277625,"score_spread":0.2350138916385051,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}